LLM (Large Language Model)

Core Idea

Large Language Models (LLMs) are powerful AI models trained on massive text datasets to understand and generate human language.

Explanation

LLMs are advanced language models trained on vast amounts of text to generate coherent responses and perform language-related tasks. They utilize deep learning, particularly transformer architectures, and are designed to predict the next word in a sequence, enabling applications from chatbots to language translation. GPT-3 and BERT are popular examples of LLMs.

Applications/Use Cases

• Text Summarization – Condenses long texts into key points for easier understanding.
• Question Answering – Provides answers to user queries in customer support and search engines.
• Language Translation – Translates text between languages while preserving context.

Related Resources

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Related People

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Related Concepts

• Generative AI – LLMs are a type of generative AI specializing in text.
• Deep Learning – The foundation of most large language models.
• Embedding – LLMs use embeddings to represent words and phrases for language understanding.